Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "132"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 132 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 110 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 108 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 132, Node N11:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459927 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.780124 -0.053736 -0.559531 -1.626439 1.922671 -0.343347 -1.039222 -0.661271 0.5660 0.5712 0.3395 nan nan
2459926 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.903888 0.313975 -1.672494 -1.430869 -1.336546 -1.063239 -1.269864 -0.932201 0.7625 0.7943 0.2154 nan nan
2459925 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.548730 0.283751 -1.218688 -1.792732 -0.997322 -1.849955 -2.102843 -1.195076 0.7174 0.7106 0.2618 nan nan
2459924 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.052986 1.051440 -1.236880 -1.982471 -0.830234 -1.479763 -1.528242 -1.844371 0.6283 0.6467 0.3777 nan nan
2459923 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.836370 1.676903 -1.029722 -1.760332 4.662750 -1.680644 -1.665514 -1.413199 0.6756 0.6861 0.3460 nan nan
2459922 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.287651 1.756704 -0.828425 -1.374683 18.111280 -1.073357 2.059193 -0.106667 0.5949 0.6263 0.4075 nan nan
2459921 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.077088 1.369794 -1.843127 -1.524894 -0.198383 -1.617511 1.708704 -0.281424 0.6018 0.6308 0.4081 nan nan
2459920 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.379232 1.041782 -1.471859 -1.288173 3.034540 -1.113200 0.604664 -0.271538 0.5952 0.6216 0.4141 nan nan
2459919 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.861750 1.131291 -0.897617 -1.293227 12.716515 -0.657302 0.559222 -0.589758 0.6018 0.6210 0.3904 nan nan
2459918 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.798623 1.101615 -0.738657 -1.297001 14.794777 -0.614159 -0.622424 -0.866391 0.6209 0.6446 0.3938 nan nan
2459917 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.813186 1.384385 -1.277454 -1.595802 -0.383861 -0.053299 1.248822 -0.460250 0.6385 0.6739 0.4578 nan nan
2459916 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.609610 0.843209 -1.228688 -1.470747 14.959827 -0.969697 0.614836 -0.889679 0.6195 0.6484 0.4010 nan nan
2459915 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.992297 1.263570 -0.789608 -1.576043 22.395338 -0.674418 0.219482 -0.835140 0.6291 0.6789 0.3662 nan nan
2459914 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.140646 2.043828 0.405852 -1.694221 -0.424655 -0.361049 -1.334511 -1.334697 0.6956 0.7080 0.3099 nan nan
2459913 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.733477 1.603558 0.326913 -1.417970 -0.856798 -0.665246 -1.327894 0.063705 0.6386 0.6380 0.4053 nan nan
2459912 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.936057 1.237400 0.086568 -1.098730 0.015720 -1.784572 -1.126142 0.168213 0.6142 0.6275 0.4085 nan nan
2459911 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.636583 0.839994 0.147972 -1.185063 -0.243189 -1.387070 0.015812 -0.528923 0.6125 0.6289 0.4123 nan nan
2459910 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.716238 0.578487 0.083890 -1.201449 -0.043522 -1.247123 0.207566 -0.394215 0.6156 0.6314 0.4112 nan nan
2459909 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.689463 0.670403 -0.096222 -1.127050 -0.109197 -1.554958 0.452386 0.006112 0.6156 0.6317 0.4125 nan nan
2459908 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.790567 0.645272 -0.023370 -0.976333 -0.267517 -0.767613 1.200672 0.112425 0.6213 0.6395 0.4111 nan nan
2459907 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.752142 0.706309 0.013750 -1.110471 -0.471775 -1.587848 -0.130052 -0.193446 0.6192 0.6382 0.4089 nan nan
2459906 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.883798 0.616221 0.516007 -1.371175 -0.363891 -0.808725 -0.819160 0.032388 0.6124 0.6287 0.4113 nan nan
2459905 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.771626 0.573086 0.305755 -1.365873 -1.163694 -1.338411 0.111326 0.003136 0.6043 0.6248 0.4158 nan nan
2459904 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.849353 0.564834 0.620568 -1.374269 -0.320891 -0.947552 -1.758892 0.075124 0.6089 0.6243 0.4078 nan nan
2459903 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.936328 0.341308 0.278632 -1.319176 -0.863636 -1.193311 -1.395130 -0.269957 0.6135 0.6301 0.4148 nan nan
2459902 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.786114 0.460372 0.472195 -1.567793 -0.279213 -1.290695 0.787028 -0.170765 0.6195 0.6312 0.4064 nan nan
2459901 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.195114 0.363782 0.026991 -1.253414 -0.745769 -1.256270 0.625072 0.048475 0.6156 0.6295 0.4089 nan nan
2459900 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.124429 0.372408 0.012502 -1.246322 -0.254384 -0.711949 -0.584245 -0.044156 0.5598 0.5919 0.3439 nan nan
2459898 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.139512 0.398956 0.121307 -1.336778 -0.702392 -1.269746 -1.688494 0.165552 0.6184 0.6341 0.4096 nan nan
2459897 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.875108 0.454395 0.477704 -1.243370 -0.289683 -0.984191 -0.856896 -0.132147 0.6242 0.6386 0.4066 nan nan
2459896 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.978404 0.084307 0.273870 -1.295280 -1.361476 -2.151891 1.239901 -0.051490 0.6265 0.6433 0.4064 nan nan
2459895 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.908277 0.439344 0.570213 -1.970057 -0.478527 -1.863822 -0.702679 -2.158773 0.7343 0.7393 0.2825 nan nan
2459894 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.228744 0.810363 0.371669 -1.264084 -0.345692 -1.364736 -0.027432 0.013300 0.6358 0.6397 0.3918 nan nan
2459893 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.056935 0.422427 0.136336 -1.216351 -0.688130 -1.772995 -0.687904 -0.213446 0.6341 0.6452 0.3947 nan nan
2459892 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.236767 0.430234 0.176343 -1.490452 -1.392638 -1.618683 -0.495353 -0.178136 0.6302 0.6456 0.3971 nan nan
2459891 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.138015 0.486936 0.537901 -1.457797 -1.030735 -1.079648 -0.908836 0.048354 0.6225 0.6350 0.4011 nan nan
2459890 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.142759 0.552726 0.450548 -2.056260 -0.675808 -1.179659 1.032697 -0.120950 0.6240 0.6315 0.3973 nan nan
2459889 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.124057 0.847217 0.474960 -1.527232 -0.812462 -1.149087 -1.637340 -0.175929 0.6346 0.6378 0.3959 nan nan
2459888 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.936675 0.428946 0.450518 -1.735007 -0.690486 -1.590630 -0.467403 -0.675253 0.6506 0.6625 0.3897 nan nan
2459887 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.128576 0.543274 -0.590754 -1.864060 -2.195109 -1.262421 -0.271713 -0.198460 0.6339 0.6400 0.4013 nan nan
2459886 not_connected 100.00% 0.00% 0.00% 0.00% - - -1.127656 1.921782 0.138964 -1.399323 3.713068 8.865929 -0.605797 -0.215283 0.7121 0.6980 0.3465 nan nan
2459885 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.227784 1.545871 22.684759 8.859889 1.946690 2.482241 7.024781 0.905518 0.6859 0.6854 0.3629 nan nan
2459884 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.157499 -0.511755 4.242979 1.983823 3.666188 0.267127 -2.578594 -1.893150 0.6381 0.6536 0.4109 nan nan
2459883 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.255003 1.304226 37.768048 28.821142 4.680652 3.042506 -4.071949 -2.659885 0.6417 0.6660 0.4064 nan nan
2459882 not_connected 100.00% 0.00% 0.00% 0.00% - - 8.189172 1.559742 44.736062 33.596541 6.435111 5.460615 -0.968199 -0.914982 0.6450 0.6656 0.4025 nan nan
2459881 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.536075 1.247722 50.251821 38.089969 12.799479 8.861076 -4.600928 0.886775 0.6914 0.7166 0.3431 nan nan
2459880 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.839062 1.172113 40.229308 30.695167 4.270136 2.859783 -1.732473 -1.794682 0.6381 0.6642 0.4132 nan nan
2459879 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.099490 -1.121593 1.492679 -0.514555 -1.039802 -2.295204 -3.924218 -2.316574 0.6254 0.6582 0.4299 nan nan
2459878 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.577812 1.516634 48.982082 37.426870 7.068482 5.649704 -5.214017 -3.547585 0.6334 0.6684 0.4191 nan nan

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 132: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Variability 1.922671 -0.053736 -0.780124 -1.626439 -0.559531 -0.343347 1.922671 -0.661271 -1.039222

Antenna 132: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.313975 0.313975 -0.903888 -1.430869 -1.672494 -1.063239 -1.336546 -0.932201 -1.269864

Antenna 132: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.283751 -0.548730 0.283751 -1.218688 -1.792732 -0.997322 -1.849955 -2.102843 -1.195076

Antenna 132: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 1.051440 -1.052986 1.051440 -1.236880 -1.982471 -0.830234 -1.479763 -1.528242 -1.844371

Antenna 132: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Variability 4.662750 1.676903 -0.836370 -1.760332 -1.029722 -1.680644 4.662750 -1.413199 -1.665514

Antenna 132: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Variability 18.111280 1.756704 -0.287651 -1.374683 -0.828425 -1.073357 18.111280 -0.106667 2.059193

Antenna 132: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Discontinuties 1.708704 -0.077088 1.369794 -1.843127 -1.524894 -0.198383 -1.617511 1.708704 -0.281424

Antenna 132: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Variability 3.034540 1.041782 -0.379232 -1.288173 -1.471859 -1.113200 3.034540 -0.271538 0.604664

Antenna 132: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Variability 12.716515 -0.861750 1.131291 -0.897617 -1.293227 12.716515 -0.657302 0.559222 -0.589758

Antenna 132: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Variability 14.794777 1.101615 -0.798623 -1.297001 -0.738657 -0.614159 14.794777 -0.866391 -0.622424

Antenna 132: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 1.384385 1.384385 0.813186 -1.595802 -1.277454 -0.053299 -0.383861 -0.460250 1.248822

Antenna 132: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Variability 14.959827 -0.609610 0.843209 -1.228688 -1.470747 14.959827 -0.969697 0.614836 -0.889679

Antenna 132: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Variability 22.395338 0.992297 1.263570 -0.789608 -1.576043 22.395338 -0.674418 0.219482 -0.835140

Antenna 132: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 2.043828 -1.140646 2.043828 0.405852 -1.694221 -0.424655 -0.361049 -1.334511 -1.334697

Antenna 132: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 1.603558 1.603558 -0.733477 -1.417970 0.326913 -0.665246 -0.856798 0.063705 -1.327894

Antenna 132: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 1.237400 1.237400 -0.936057 -1.098730 0.086568 -1.784572 0.015720 0.168213 -1.126142

Antenna 132: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.839994 0.839994 -0.636583 -1.185063 0.147972 -1.387070 -0.243189 -0.528923 0.015812

Antenna 132: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.578487 0.578487 -0.716238 -1.201449 0.083890 -1.247123 -0.043522 -0.394215 0.207566

Antenna 132: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.670403 0.670403 -0.689463 -1.127050 -0.096222 -1.554958 -0.109197 0.006112 0.452386

Antenna 132: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Discontinuties 1.200672 -0.790567 0.645272 -0.023370 -0.976333 -0.267517 -0.767613 1.200672 0.112425

Antenna 132: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.706309 0.706309 -0.752142 -1.110471 0.013750 -1.587848 -0.471775 -0.193446 -0.130052

Antenna 132: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.616221 0.616221 -0.883798 -1.371175 0.516007 -0.808725 -0.363891 0.032388 -0.819160

Antenna 132: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.573086 0.573086 -0.771626 -1.365873 0.305755 -1.338411 -1.163694 0.003136 0.111326

Antenna 132: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Power 0.620568 0.564834 -0.849353 -1.374269 0.620568 -0.947552 -0.320891 0.075124 -1.758892

Antenna 132: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.341308 0.341308 -0.936328 -1.319176 0.278632 -1.193311 -0.863636 -0.269957 -1.395130

Antenna 132: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Discontinuties 0.787028 -0.786114 0.460372 0.472195 -1.567793 -0.279213 -1.290695 0.787028 -0.170765

Antenna 132: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Discontinuties 0.625072 -1.195114 0.363782 0.026991 -1.253414 -0.745769 -1.256270 0.625072 0.048475

Antenna 132: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.372408 -1.124429 0.372408 0.012502 -1.246322 -0.254384 -0.711949 -0.584245 -0.044156

Antenna 132: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.398956 0.398956 -1.139512 -1.336778 0.121307 -1.269746 -0.702392 0.165552 -1.688494

Antenna 132: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Power 0.477704 0.454395 -0.875108 -1.243370 0.477704 -0.984191 -0.289683 -0.132147 -0.856896

Antenna 132: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Discontinuties 1.239901 0.084307 -0.978404 -1.295280 0.273870 -2.151891 -1.361476 -0.051490 1.239901

Antenna 132: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Power 0.570213 -0.908277 0.439344 0.570213 -1.970057 -0.478527 -1.863822 -0.702679 -2.158773

Antenna 132: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.810363 0.810363 -1.228744 -1.264084 0.371669 -1.364736 -0.345692 0.013300 -0.027432

Antenna 132: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.422427 -1.056935 0.422427 0.136336 -1.216351 -0.688130 -1.772995 -0.687904 -0.213446

Antenna 132: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.430234 0.430234 -1.236767 -1.490452 0.176343 -1.618683 -1.392638 -0.178136 -0.495353

Antenna 132: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Power 0.537901 -1.138015 0.486936 0.537901 -1.457797 -1.030735 -1.079648 -0.908836 0.048354

Antenna 132: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Temporal Discontinuties 1.032697 0.552726 -1.142759 -2.056260 0.450548 -1.179659 -0.675808 -0.120950 1.032697

Antenna 132: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.847217 -1.124057 0.847217 0.474960 -1.527232 -0.812462 -1.149087 -1.637340 -0.175929

Antenna 132: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Power 0.450518 0.428946 -0.936675 -1.735007 0.450518 -1.590630 -0.690486 -0.675253 -0.467403

Antenna 132: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Shape 0.543274 0.543274 -1.128576 -1.864060 -0.590754 -1.262421 -2.195109 -0.198460 -0.271713

Antenna 132: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
132 N11 not_connected nn Temporal Variability 8.865929 -1.127656 1.921782 0.138964 -1.399323 3.713068 8.865929 -0.605797 -0.215283

Antenna 132: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Power 22.684759 1.545871 0.227784 8.859889 22.684759 2.482241 1.946690 0.905518 7.024781

Antenna 132: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Power 4.242979 -0.511755 3.157499 1.983823 4.242979 0.267127 3.666188 -1.893150 -2.578594

Antenna 132: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Power 37.768048 1.304226 5.255003 28.821142 37.768048 3.042506 4.680652 -2.659885 -4.071949

Antenna 132: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Power 44.736062 1.559742 8.189172 33.596541 44.736062 5.460615 6.435111 -0.914982 -0.968199

Antenna 132: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Power 50.251821 1.247722 5.536075 38.089969 50.251821 8.861076 12.799479 0.886775 -4.600928

Antenna 132: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Power 40.229308 1.172113 5.839062 30.695167 40.229308 2.859783 4.270136 -1.794682 -1.732473

Antenna 132: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Shape 2.099490 -1.121593 2.099490 -0.514555 1.492679 -2.295204 -1.039802 -2.316574 -3.924218

Antenna 132: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
132 N11 not_connected ee Power 48.982082 1.516634 5.577812 37.426870 48.982082 5.649704 7.068482 -3.547585 -5.214017
In [ ]: